• DocumentCode
    2784609
  • Title

    Simulated annealing and local contrast based anisotropic diffusion method for 1/f noise reduction

  • Author

    Zhang, Deng ; Ryu, Jegoon ; Nishimura, Toshihiro

  • Author_Institution
    Grad. Sch. of Inf., Production & Syst., WASEDA Univ., Kitakyuushyuu, Japan
  • fYear
    2009
  • fDate
    23-25 Oct. 2009
  • Firstpage
    313
  • Lastpage
    316
  • Abstract
    Anisotropic diffusion based de-noising methods have been demonstrated for the effectiveness on both noise suppression and edge preservation. However, pulse noise liked spots in the de-noised images and threshold selection are two problems of these methods. This paper presents a simulated annealing and local contrast based anisotropic diffusion method for 1/f noise reduction on the pinned-type complementary metal oxide semiconductor image sensors (CMOS image sensors: CIS). Experimental results reveal that the proposed method is an acceptably good solution to the avoidance of the appearance of the pulse noise liked spots in the de-noised images and the threshold selection.
  • Keywords
    1/f noise; CMOS image sensors; image denoising; simulated annealing; 1/f noise reduction; CMOS image sensors; denoised images; denoising methods; edge preservation; local contrast based anisotropic diffusion method; noise suppression; pinned-type complementary metal oxide semiconductor image sensors; pulse noise liked spots; simulated annealing; Additive noise; Anisotropic magnetoresistance; CMOS image sensors; Computational Intelligence Society; Gaussian noise; Image sensors; Noise level; Noise reduction; Semiconductor device noise; Simulated annealing; 1/f noise; anisotropic diffusion; local contrast; threshold selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Apperceiving Computing and Intelligence Analysis, 2009. ICACIA 2009. International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-5204-0
  • Electronic_ISBN
    978-1-4244-5206-4
  • Type

    conf

  • DOI
    10.1109/ICACIA.2009.5361091
  • Filename
    5361091